Commit ·
9d6af7c
1
Parent(s): 2174ef0
Training in progress, step 500
Browse files- all_results.json +13 -0
- config.json +34 -0
- eval_results.json +8 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- train_results.json +8 -0
- training_args.bin +3 -0
all_results.json
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9924812030075187,
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"eval_loss": 0.021066421642899513,
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"eval_runtime": 4.0021,
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"eval_samples_per_second": 33.233,
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"eval_steps_per_second": 4.248,
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"total_flos": 3.205097416476426e+17,
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"train_loss": 0.1412653271968548,
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"train_runtime": 201.3325,
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"train_samples_per_second": 20.543,
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"train_steps_per_second": 2.583
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}
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "angular_leaf_spot",
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"1": "bean_rust",
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"2": "healthy"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"angular_leaf_spot": "0",
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"bean_rust": "1",
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"healthy": "2"
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.33.2"
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}
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eval_results.json
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9924812030075187,
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"eval_loss": 0.021066421642899513,
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"eval_runtime": 4.0021,
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"eval_samples_per_second": 33.233,
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"eval_steps_per_second": 4.248
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTFeatureExtractor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:cba104f85d72041f613024aed3a04cc58bbbb18ee896d7d1384b799c10bbfd1d
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size 343271789
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train_results.json
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{
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"epoch": 4.0,
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"total_flos": 3.205097416476426e+17,
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"train_loss": 0.1412653271968548,
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"train_runtime": 201.3325,
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"train_samples_per_second": 20.543,
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"train_steps_per_second": 2.583
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:43974522c532a066f9a3c270f46ba0f298e51cc633cd701bb308714bd29963b3
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size 4027
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